Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "28" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 116 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 111 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 60.00% | 21.08% | 31.89% | 100.00% | 0.00% | 15.581668 | -0.462600 | 11.239250 | 0.701760 | 24.955868 | 4.752049 | 20.864328 | 5.479297 | 0.3569 | 0.5256 | -0.0510 | 3.711711 | 12.694731 |
| 2459593 | RF_maintenance | 100.00% | 61.64% | 51.38% | 18.91% | 100.00% | 0.00% | 21.695770 | -0.465367 | 12.899859 | 0.329015 | 18.852797 | 7.963125 | 11.564714 | 3.211425 | 0.3251 | 0.4647 | -0.0346 | 2.409318 | 7.370848 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.604582 | -0.855442 | 18.893683 | -0.980022 | 3.785170 | -0.204852 | -1.669230 | -0.054100 | 0.0304 | 0.0306 | 0.0028 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 88.11% | 87.57% | 11.89% | 100.00% | 0.00% | 28.279554 | -0.559114 | 17.797819 | -0.844107 | 17.793993 | 5.895189 | 23.037191 | 0.322786 | 0.1656 | 0.2597 | -0.1233 | 2.221713 | 6.516968 |
| 2459590 | RF_maintenance | 100.00% | 90.81% | 90.27% | 9.19% | 100.00% | 0.00% | 27.159170 | -0.523310 | 13.323445 | -0.452270 | 21.058357 | 8.166258 | 15.487611 | 0.204991 | 0.1708 | 0.2640 | -0.1168 | 2.227177 | 5.810503 |
| 2459589 | RF_maintenance | 100.00% | 76.18% | 58.89% | 10.32% | 100.00% | 0.00% | 26.467903 | 1.052802 | 12.566846 | 0.093803 | 12.502771 | 9.028199 | 12.515554 | 6.746710 | 0.2875 | 0.4177 | -0.0412 | 2.314638 | 7.125727 |
| 2459588 | RF_maintenance | 100.00% | 58.89% | 37.28% | 14.10% | 100.00% | 0.00% | 20.136985 | -0.723114 | 14.337110 | -0.831551 | 25.423566 | 3.987436 | 10.861489 | 2.883748 | 0.3789 | 0.5382 | -0.0122 | 3.233452 | 12.129405 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 27.335896 | -0.088796 | 24.152408 | -0.522530 | 2.357794 | 0.757091 | 9.898716 | -0.306314 | nan | nan | nan | 3.308413 | 9.658370 |
| 2459586 | RF_maintenance | 100.00% | 91.35% | 85.41% | 8.65% | 100.00% | 0.00% | 26.340622 | -0.290891 | 8.139174 | 0.231659 | 10.027697 | 0.810309 | 14.423127 | 0.458543 | 0.1769 | 0.2857 | -0.1146 | 2.192815 | 5.667596 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 5.098577 | 0.955087 | 3.281069 | 1.189037 | 10.545285 | 0.925321 | 0.122618 | 1.232055 | 0.0311 | 0.0361 | 0.0012 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 89.80% | 89.80% | 10.20% | 100.00% | 0.00% | 35.109399 | 0.751041 | 15.147154 | 3.654635 | 5.718850 | -0.492293 | 4.873949 | 0.138634 | 0.1326 | 0.2168 | -0.1257 | 2.737137 | 7.999212 |
| 2459583 | RF_maintenance | 100.00% | 91.36% | 90.22% | 8.64% | 100.00% | 0.00% | 24.335607 | -0.027702 | 3.735640 | 1.829910 | 12.251406 | 3.957841 | 6.494426 | 0.169942 | 0.1531 | 0.2391 | -0.1175 | 2.325465 | 6.297566 |
| 2459582 | RF_maintenance | 100.00% | 89.73% | 88.65% | 10.27% | 100.00% | 0.00% | 21.720054 | -0.178113 | 3.160004 | 1.852809 | 12.391146 | 4.729559 | 5.077341 | 0.093368 | 0.1471 | 0.2330 | -0.1343 | 2.167494 | 5.734860 |
| 2459581 | RF_maintenance | 100.00% | 89.19% | 88.11% | 10.81% | 100.00% | 0.00% | 28.659987 | 0.100683 | 3.484323 | 1.653868 | 11.009802 | 3.752788 | 8.461922 | -0.075306 | 0.1609 | 0.2509 | -0.1283 | 2.156037 | 5.296173 |
| 2459580 | RF_maintenance | 100.00% | 87.52% | 86.98% | 12.48% | 100.00% | 0.00% | 22.704173 | -0.221506 | 3.082701 | 1.842379 | 13.359547 | 3.965861 | 8.062686 | -0.089440 | 0.1580 | 0.2580 | -0.1345 | 2.384003 | 6.933075 |
| 2459579 | RF_maintenance | 100.00% | 87.52% | 86.98% | 12.48% | 100.00% | 0.00% | 22.230868 | -0.241271 | 3.926001 | 2.577097 | 10.991546 | 4.498497 | 14.567075 | 0.519366 | 0.1523 | 0.2489 | -0.1438 | 2.626948 | 7.519827 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.441989 | -0.649487 | 11.870363 | -0.919478 | 5.902710 | 0.116564 | 4.031834 | 0.318276 | 0.0296 | 0.0309 | 0.0035 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 83.33% | 83.33% | 16.67% | 100.00% | 0.00% | 27.468375 | -0.285353 | 2.935000 | 1.596880 | 9.905729 | 3.975184 | 7.775348 | -0.184223 | 0.1712 | 0.2608 | -0.1427 | 2.102150 | 4.899423 |
| 2459576 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.802490 | 0.237987 | 2.102832 | 1.646828 | 7.911965 | 2.873169 | 15.868209 | 0.313733 | 0.0683 | 0.0843 | -0.0086 | 1.253819 | 1.266465 |
| 2459575 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.557717 | -0.093073 | 2.503172 | 1.232321 | 4.497567 | 3.179595 | 4.265503 | 4.124487 | 0.0595 | 0.0644 | -0.0036 | 0.000000 | 0.000000 |
| 2459574 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.535466 | -0.041687 | 2.544508 | 1.256354 | 9.665708 | 3.425097 | 8.400359 | 0.975204 | 0.0774 | 0.1064 | -0.0064 | 1.198846 | 1.208112 |
| 2459573 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.455253 | 0.384827 | 4.481848 | 2.108338 | 9.587584 | 3.446275 | 10.560489 | 0.707348 | 0.0651 | 0.0850 | -0.0035 | 0.000000 | 0.000000 |
| 2459572 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.418892 | 0.636729 | 1.997954 | 1.312247 | 5.819952 | 1.914893 | 21.344154 | 1.074792 | 0.0648 | 0.0794 | -0.0085 | 1.209770 | 1.218292 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.212743 | -0.739139 | 12.578334 | -0.945636 | 15.332366 | 5.945010 | 8.042351 | 1.094079 | 0.0302 | 0.0334 | 0.0063 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459566 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.097427 | 0.054434 | 3.240679 | 1.648514 | 6.278753 | 2.291400 | 7.807885 | 0.352472 | 0.0715 | 0.1003 | -0.0073 | 1.071113 | 1.055680 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.532291 | 0.532291 | 0.525437 | 0.525437 | -0.677115 | -0.677115 | -0.811160 | -0.811160 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 66.51% | 64.78% | 32.39% | 100.00% | 0.00% | 18.361218 | 0.082884 | 2.539356 | 0.634420 | 1.499708 | 1.612121 | 12.595992 | 0.272819 | 0.2101 | 0.3342 | -0.1872 | 1.905335 | 4.593308 |
| 2459563 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459560 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | RF_maintenance | 100.00% | 74.01% | 70.77% | 25.99% | 100.00% | 0.00% | 20.310902 | 0.360047 | 1.240711 | 1.040831 | 6.144275 | -0.524448 | 14.668386 | 0.708908 | 0.2005 | 0.3417 | -0.1680 | 1.808202 | 4.060682 |
| 2459558 | RF_maintenance | 100.00% | 73.47% | 71.31% | 26.53% | 100.00% | 0.00% | 22.829416 | 0.304838 | 3.301877 | 1.346921 | 6.715059 | 1.275648 | 19.094148 | 0.989963 | 0.1928 | 0.3329 | -0.1671 | 2.043919 | 5.200965 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0306 | 0.0360 | 0.0038 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 73.55% | 71.39% | 25.37% | 100.00% | 0.00% | 25.609744 | 0.308641 | 3.104535 | 1.602830 | 10.997255 | 1.226131 | 43.368947 | 1.792879 | 0.2028 | 0.3378 | -0.1606 | 2.081724 | 5.589895 |
| 2459554 | RF_maintenance | - | 68.61% | 67.53% | 31.39% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.1868 | 0.3076 | -0.1899 | nan | nan |
| 2459553 | RF_maintenance | - | 66.63% | 65.01% | 33.37% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.1971 | 0.3281 | -0.1869 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 71.35% | 68.11% | 26.49% | 100.00% | 0.00% | 26.540201 | 0.570144 | 4.681123 | 1.750895 | 14.703739 | 5.975316 | 11.963657 | 2.351530 | 0.2004 | 0.3412 | -0.1664 | 0.938670 | 0.877730 |
| 2459551 | RF_maintenance | 100.00% | 70.23% | 69.15% | 29.77% | 100.00% | 0.00% | 13.801373 | 0.174247 | 1.565701 | 0.976366 | 4.327881 | -0.290099 | 17.226599 | 0.812102 | 0.2060 | 0.3355 | -0.1721 | 1.916884 | 4.511172 |
| 2459550 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0304 | 0.0394 | 0.0010 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 73.51% | 71.35% | 26.49% | 100.00% | 0.00% | 20.731994 | 0.012969 | 3.131917 | 1.260177 | 8.190782 | 1.444322 | 16.879293 | 0.997268 | 0.1933 | 0.3295 | -0.1646 | 2.033089 | 5.111435 |
| 2459542 | RF_maintenance | 100.00% | 55.70% | 48.55% | 40.27% | 100.00% | 0.00% | 25.310001 | -0.180367 | 6.528204 | -0.107477 | 0.474603 | 1.498929 | 9.836055 | 0.088627 | 0.2671 | 0.4311 | -0.1446 | 1.982324 | 4.470323 |
| 2459541 | RF_maintenance | 100.00% | 55.26% | 47.65% | 37.58% | 100.00% | 0.00% | 21.779384 | 0.186133 | 1.866946 | 1.924661 | 3.357423 | 3.292015 | 11.355148 | 4.439548 | 0.3161 | 0.4608 | -0.1261 | 2.074615 | 5.479295 |
| 2459540 | RF_maintenance | 100.00% | 61.07% | 51.68% | 34.00% | 100.00% | 0.00% | 19.850603 | 0.243803 | 1.542879 | 0.726669 | 2.947591 | 0.125511 | 4.919430 | 1.386437 | 0.2619 | 0.4261 | -0.1127 | 1.852981 | 4.467177 |
| 2459536 | RF_maintenance | 100.00% | 53.37% | 51.89% | 46.63% | 100.00% | 0.00% | 32.028061 | 1.268165 | 2.048365 | 2.669985 | 9.230707 | 2.107926 | 28.430860 | 3.258863 | 0.1941 | 0.3296 | -0.2093 | 2.720315 | 8.073737 |
| 2459535 | RF_maintenance | 100.00% | 55.70% | 44.07% | 41.16% | 100.00% | 0.00% | 16.304864 | 0.740962 | 1.425552 | 0.592199 | 6.706396 | 2.063578 | 8.281360 | 2.836291 | 0.2447 | 0.4285 | -0.1471 | 2.004266 | 5.866935 |
| 2459534 | RF_maintenance | 100.00% | 53.91% | 41.39% | 43.85% | 100.00% | 0.00% | 17.064147 | -0.084632 | 1.587978 | 0.447083 | 2.979265 | 0.627821 | 5.360867 | 1.135566 | 0.2404 | 0.4194 | -0.1580 | 1.974312 | 5.905103 |
| 2459533 | RF_maintenance | 100.00% | 70.96% | 68.23% | 29.04% | 100.00% | 0.00% | 24.913265 | -0.328821 | 2.632352 | 0.656920 | 5.912531 | 3.449269 | 10.280733 | 1.661652 | 0.1796 | 0.3197 | -0.1800 | 2.022835 | 5.294122 |
| 2459532 | RF_maintenance | 100.00% | 64.77% | 64.21% | 35.23% | 100.00% | 0.00% | 27.506531 | -0.191332 | 3.174205 | 1.724107 | 8.502891 | 3.688232 | 14.521472 | 0.706460 | 0.1832 | 0.3174 | -0.1918 | 2.186205 | 6.254740 |
| 2459530 | RF_maintenance | 100.00% | 58.86% | 56.48% | 41.14% | 100.00% | 0.00% | 15.749987 | -0.301071 | 1.124171 | 0.545562 | 1.843937 | 0.327843 | 10.660443 | 2.893926 | 0.1989 | 0.3365 | -0.1975 | 2.154609 | 5.978724 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 100.00% | 100.00% | 0.00% | 20.972754 | -0.355570 | 5.071026 | 1.041331 | 13.293234 | 7.864176 | 10.906474 | 0.789754 | 0.4269 | 0.6498 | -0.1868 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 32.088761 | 1.957204 | 2.093728 | 1.427104 | 11.026141 | 6.478842 | 22.934362 | 1.482625 | nan | nan | nan | 2.769016 | 5.667242 |
| 2459522 | RF_maintenance | 100.00% | 100.00% | 86.36% | 0.00% | 100.00% | 0.00% | 19.565290 | 1.603706 | 1.618253 | 2.265947 | 9.519147 | 9.722257 | 24.630221 | 2.004364 | 0.2235 | 0.3616 | -0.0538 | 2.579223 | 5.177396 |
| 2459513 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.602718 | -0.716555 | 12.499305 | -0.761834 | 11.672984 | 0.539808 | 35.045165 | 0.343556 | 0.0339 | 0.0366 | 0.0004 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 0.00% | 0.00% | 100.00% | 100.00% | 0.00% | 15.348423 | 0.826077 | 3.980527 | 0.942446 | 4.979501 | 4.542793 | 12.917530 | 6.750240 | 0.5751 | 0.7548 | -0.1033 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 0.00% | 38.60% | 100.00% | 0.00% | 15.113712 | 5.313573 | 0.478305 | 3.489898 | 14.877358 | 8.048745 | 42.431582 | 3.602902 | 0.4706 | 0.7030 | 0.0448 | 11.371032 | 50.404427 |
| 2459503 | RF_maintenance | 100.00% | 22.04% | 16.67% | 77.96% | 100.00% | 0.00% | 12.034685 | 0.978967 | 3.791817 | 1.349052 | 9.986187 | 3.515392 | 24.950750 | 0.750712 | 0.2581 | 0.4338 | -0.2484 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.124223 | 0.314561 | 2.678138 | 0.386031 | 12.854449 | 1.887557 | 23.306156 | 0.757302 | 0.1264 | 0.1539 | -0.0148 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.834465 | 0.026657 | 5.552599 | -0.390640 | 6.465305 | 0.554046 | 13.678892 | -0.071192 | 0.1291 | 0.1557 | -0.0167 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.981973 | 1.049682 | 5.896755 | 0.492803 | 7.497306 | 1.120766 | 39.782589 | 9.174092 | 0.1379 | 0.1787 | -0.0093 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.210502 | 0.884570 | 4.025709 | 0.374529 | 9.763124 | 0.537528 | 36.824505 | 0.887438 | 0.1281 | 0.1494 | -0.0208 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.749133 | 1.447158 | 2.845235 | 0.407724 | 12.841295 | 0.708693 | 25.499686 | 1.148529 | 0.1283 | 0.1596 | -0.0219 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.808146 | 1.498949 | 3.929010 | 0.549246 | 11.428419 | 0.769007 | 21.339369 | 0.113637 | 0.1454 | 0.1810 | -0.0225 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.837627 | 1.005340 | 3.081510 | 0.335566 | 10.698723 | 0.352703 | 25.468217 | -0.053874 | 0.1352 | 0.1728 | -0.0244 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.274861 | 0.831098 | 4.257523 | 0.086154 | 12.390816 | 0.728776 | 50.846036 | 0.746094 | 0.1295 | 0.1687 | -0.0247 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 56.45% | 53.76% | 43.55% | 100.00% | 0.00% | 20.810123 | 0.894526 | 5.406811 | 0.889592 | 27.201023 | 0.877403 | 91.648951 | 11.178127 | 0.3100 | 0.4690 | -0.1276 | 1.060213 | 1.308082 |
| 2459491 | RF_maintenance | 100.00% | 51.08% | 48.39% | 48.92% | 100.00% | 0.00% | 24.154590 | 2.366456 | 5.489676 | 2.210418 | 29.231141 | 6.295451 | 35.162398 | 11.567614 | 0.4672 | 0.5594 | -0.0748 | 1.588053 | 5.926867 |
| 2459490 | RF_maintenance | 100.00% | 51.08% | 51.08% | 48.92% | 100.00% | 0.00% | 26.513472 | 2.014557 | 5.773223 | 1.491427 | 20.816105 | 0.921511 | 47.134929 | 3.906856 | 0.2876 | 0.4330 | -0.1527 | 3.218040 | 10.283110 |
| 2459489 | RF_maintenance | 100.00% | 51.08% | 48.39% | 48.92% | 100.00% | 0.00% | 25.097298 | 2.132164 | 5.263632 | 0.378491 | 25.612187 | 2.270215 | 44.191689 | 6.558572 | 0.3811 | 0.5006 | -0.0993 | 3.332984 | 11.139703 |
| 2459488 | RF_maintenance | 100.00% | 51.08% | 51.08% | 48.92% | 100.00% | 0.00% | 27.624440 | 1.688448 | 3.442018 | 0.911480 | 42.072335 | 2.472927 | 132.631947 | 9.169055 | 0.3088 | 0.4697 | -0.1267 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 32.921692 | 23.171981 | 2.435518 | 16.202236 | 4.180268 | 9.381637 | 5.693018 | 32.921692 | 4.414963 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 32.979317 | 24.299676 | 3.362270 | 12.538904 | 3.704648 | 17.274714 | 5.655214 | 32.979317 | 1.044180 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 30.021504 | 22.000945 | 2.372983 | 12.482047 | 3.797775 | 16.615262 | 5.182633 | 30.021504 | 4.252889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 23.833366 | 23.833366 | 0.800244 | 16.409088 | 2.334145 | 8.870445 | 3.042015 | 22.127026 | 4.850861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.600068 | 24.600068 | 2.021465 | 17.526185 | 3.053531 | 12.538540 | 5.539942 | 19.055378 | 0.757155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Power | 152134.310113 | 10.021396 | 0.177043 | 152134.310113 | 0.176838 | 8.460013 | 0.150409 | 8.452128 | 0.150603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.783216 | 24.783216 | 2.404575 | 16.745516 | 3.075157 | 15.906168 | 5.678250 | 23.570913 | 2.424356 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 25.575518 | 25.575518 | 1.984523 | 14.398568 | 2.593184 | 8.802647 | 3.984850 | 17.309213 | 0.081712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 31.109249 | 2.999701 | 28.046233 | 3.223739 | 14.390695 | 5.291376 | 18.358360 | 0.791145 | 31.109249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 37.250865 | 33.137670 | 3.513150 | 12.275139 | 2.940191 | 27.458173 | 8.242171 | 37.250865 | 1.515492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 28.794176 | 28.794176 | 3.000404 | 16.590393 | 3.101905 | 12.567299 | 5.808512 | 28.066748 | 1.968398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 26.347437 | 1.627313 | 24.858886 | 1.481274 | 13.661150 | 4.981520 | 9.464803 | 1.464755 | 26.347437 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 0.540601 | 0.409547 | 0.409547 | 0.411940 | 0.411940 | 0.540601 | 0.540601 | 0.537788 | 0.537788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 129.455765 | 1.270559 | 25.602750 | 1.533964 | 11.787459 | 6.278177 | 13.066127 | 2.903476 | 129.455765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 25.531691 | 25.531691 | 1.751181 | 14.423361 | 1.666464 | 12.259360 | 7.315188 | 20.307738 | 0.929569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 39.696101 | 1.627688 | 30.111258 | 1.325245 | 12.599896 | 8.263746 | 17.387561 | 2.213975 | 39.696101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 26.155753 | 2.273017 | 26.155753 | 3.177333 | 23.013711 | 3.545165 | 7.191883 | 1.619751 | 22.699627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 57.203775 | 6.814985 | 37.299918 | 3.001216 | 10.248728 | 5.956789 | 24.796665 | 18.037867 | 57.203775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 42.691575 | 0.193175 | 8.854448 | -0.009390 | 27.821988 | 7.019930 | 5.541893 | 1.003129 | 42.691575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 23.282642 | 1.931494 | 23.282642 | 1.202270 | 14.542872 | 8.445721 | 14.135266 | 1.599821 | 16.490772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 49.189921 | 3.613430 | 27.560023 | 1.953273 | 15.464091 | 7.330603 | 14.222607 | 2.868005 | 49.189921 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 109.455752 | 24.074423 | 3.042823 | 11.961885 | 1.780787 | 23.060466 | 8.753577 | 109.455752 | 7.811853 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.670169 | 3.103449 | 24.670169 | 1.909267 | 21.942737 | 9.818798 | 16.680682 | 1.426648 | 20.179836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 39.122640 | 24.941841 | 3.119885 | 11.022740 | 1.162889 | 9.979903 | 6.227166 | 39.122640 | 1.880806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 57.558896 | 28.360652 | 3.046329 | 12.801088 | 1.033692 | 13.986753 | 6.442446 | 57.558896 | 1.667980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 36.729794 | 15.647583 | 0.099614 | 12.805747 | 0.901321 | 34.965016 | 2.265475 | 36.729794 | 5.925968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 40.015027 | 24.746067 | 1.320390 | 9.557603 | 0.787224 | 11.755207 | 6.947837 | 40.015027 | 3.290693 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 25.473422 | 25.473422 | 1.959989 | 12.762211 | 1.548251 | 13.272842 | 6.765572 | 19.501523 | 4.726664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 28.297581 | 1.691677 | 28.297581 | 1.331309 | 16.626560 | 7.149346 | 7.221885 | 3.413618 | 9.401092 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 31.179238 | 0.838612 | 24.676599 | 1.702942 | 19.133276 | 7.387741 | 12.961612 | -0.235557 | 31.179238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 14.175244 | -0.513004 | 10.831872 | 0.099961 | 11.114901 | 0.292288 | 14.175244 | -0.010680 | 1.965951 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | nn Temporal Variability | 1.138862 | 0.694577 | -0.675851 | -0.449474 | -0.989527 | -0.621390 | 1.138862 | -1.475167 | 0.120402 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 41.417594 | 26.577083 | 2.751134 | 14.795061 | 1.748054 | 18.537013 | 10.555941 | 41.417594 | 7.441323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 22.458868 | 22.458868 | 0.559517 | 15.366959 | 1.114156 | 5.067069 | 2.804211 | 6.531649 | 3.677079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.777806 | 0.541968 | 24.777806 | 1.443897 | 18.260834 | 4.865956 | 7.499948 | 3.185995 | 18.316497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.349987 | 24.349987 | -0.074953 | 13.589221 | 0.965835 | 12.604872 | 7.104821 | 19.058219 | 0.450191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 29.438848 | -0.180133 | 24.027938 | 0.719947 | 16.132363 | 6.804393 | 12.668894 | 2.101063 | 29.438848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.964618 | -0.299888 | 24.964618 | 0.543324 | 13.294623 | 7.169357 | 15.404926 | 0.541325 | 20.059516 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.295692 | 0.925659 | 24.295692 | 0.751824 | 11.816902 | 9.944653 | 13.164551 | 9.010799 | 16.330339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 24.955868 | 15.581668 | -0.462600 | 11.239250 | 0.701760 | 24.955868 | 4.752049 | 20.864328 | 5.479297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 21.695770 | 21.695770 | -0.465367 | 12.899859 | 0.329015 | 18.852797 | 7.963125 | 11.564714 | 3.211425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Power | 18.893683 | -0.855442 | 2.604582 | -0.980022 | 18.893683 | -0.204852 | 3.785170 | -0.054100 | -1.669230 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 28.279554 | -0.559114 | 28.279554 | -0.844107 | 17.797819 | 5.895189 | 17.793993 | 0.322786 | 23.037191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 27.159170 | 27.159170 | -0.523310 | 13.323445 | -0.452270 | 21.058357 | 8.166258 | 15.487611 | 0.204991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 26.467903 | 1.052802 | 26.467903 | 0.093803 | 12.566846 | 9.028199 | 12.502771 | 6.746710 | 12.515554 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 25.423566 | 20.136985 | -0.723114 | 14.337110 | -0.831551 | 25.423566 | 3.987436 | 10.861489 | 2.883748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 27.335896 | -0.088796 | 27.335896 | -0.522530 | 24.152408 | 0.757091 | 2.357794 | -0.306314 | 9.898716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 26.340622 | 26.340622 | -0.290891 | 8.139174 | 0.231659 | 10.027697 | 0.810309 | 14.423127 | 0.458543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 10.545285 | 5.098577 | 0.955087 | 3.281069 | 1.189037 | 10.545285 | 0.925321 | 0.122618 | 1.232055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 35.109399 | 35.109399 | 0.751041 | 15.147154 | 3.654635 | 5.718850 | -0.492293 | 4.873949 | 0.138634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.335607 | 24.335607 | -0.027702 | 3.735640 | 1.829910 | 12.251406 | 3.957841 | 6.494426 | 0.169942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 21.720054 | -0.178113 | 21.720054 | 1.852809 | 3.160004 | 4.729559 | 12.391146 | 0.093368 | 5.077341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 28.659987 | 28.659987 | 0.100683 | 3.484323 | 1.653868 | 11.009802 | 3.752788 | 8.461922 | -0.075306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 22.704173 | -0.221506 | 22.704173 | 1.842379 | 3.082701 | 3.965861 | 13.359547 | -0.089440 | 8.062686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 22.230868 | 22.230868 | -0.241271 | 3.926001 | 2.577097 | 10.991546 | 4.498497 | 14.567075 | 0.519366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Power | 11.870363 | 2.441989 | -0.649487 | 11.870363 | -0.919478 | 5.902710 | 0.116564 | 4.031834 | 0.318276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 27.468375 | -0.285353 | 27.468375 | 1.596880 | 2.935000 | 3.975184 | 9.905729 | -0.184223 | 7.775348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 19.802490 | 0.237987 | 19.802490 | 1.646828 | 2.102832 | 2.873169 | 7.911965 | 0.313733 | 15.868209 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 20.557717 | -0.093073 | 20.557717 | 1.232321 | 2.503172 | 3.179595 | 4.497567 | 4.124487 | 4.265503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 20.535466 | 20.535466 | -0.041687 | 2.544508 | 1.256354 | 9.665708 | 3.425097 | 8.400359 | 0.975204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 22.455253 | 0.384827 | 22.455253 | 2.108338 | 4.481848 | 3.446275 | 9.587584 | 0.707348 | 10.560489 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 21.344154 | 0.636729 | 20.418892 | 1.312247 | 1.997954 | 1.914893 | 5.819952 | 1.074792 | 21.344154 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Variability | 15.332366 | -0.739139 | 2.212743 | -0.945636 | 12.578334 | 5.945010 | 15.332366 | 1.094079 | 8.042351 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 21.097427 | 0.054434 | 21.097427 | 1.648514 | 3.240679 | 2.291400 | 6.278753 | 0.352472 | 7.807885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | nn Shape | 0.532291 | 0.532291 | 0.532291 | 0.525437 | 0.525437 | -0.677115 | -0.677115 | -0.811160 | -0.811160 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 18.361218 | 18.361218 | 0.082884 | 2.539356 | 0.634420 | 1.499708 | 1.612121 | 12.595992 | 0.272819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 20.310902 | 20.310902 | 0.360047 | 1.240711 | 1.040831 | 6.144275 | -0.524448 | 14.668386 | 0.708908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 22.829416 | 0.304838 | 22.829416 | 1.346921 | 3.301877 | 1.275648 | 6.715059 | 0.989963 | 19.094148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 43.368947 | 0.308641 | 25.609744 | 1.602830 | 3.104535 | 1.226131 | 10.997255 | 1.792879 | 43.368947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 26.540201 | 0.570144 | 26.540201 | 1.750895 | 4.681123 | 5.975316 | 14.703739 | 2.351530 | 11.963657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 17.226599 | 0.174247 | 13.801373 | 0.976366 | 1.565701 | -0.290099 | 4.327881 | 0.812102 | 17.226599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 20.731994 | 20.731994 | 0.012969 | 3.131917 | 1.260177 | 8.190782 | 1.444322 | 16.879293 | 0.997268 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 25.310001 | -0.180367 | 25.310001 | -0.107477 | 6.528204 | 1.498929 | 0.474603 | 0.088627 | 9.836055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 21.779384 | 0.186133 | 21.779384 | 1.924661 | 1.866946 | 3.292015 | 3.357423 | 4.439548 | 11.355148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 19.850603 | 0.243803 | 19.850603 | 0.726669 | 1.542879 | 0.125511 | 2.947591 | 1.386437 | 4.919430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 32.028061 | 1.268165 | 32.028061 | 2.669985 | 2.048365 | 2.107926 | 9.230707 | 3.258863 | 28.430860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 16.304864 | 16.304864 | 0.740962 | 1.425552 | 0.592199 | 6.706396 | 2.063578 | 8.281360 | 2.836291 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 17.064147 | -0.084632 | 17.064147 | 0.447083 | 1.587978 | 0.627821 | 2.979265 | 1.135566 | 5.360867 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 24.913265 | 24.913265 | -0.328821 | 2.632352 | 0.656920 | 5.912531 | 3.449269 | 10.280733 | 1.661652 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 27.506531 | 27.506531 | -0.191332 | 3.174205 | 1.724107 | 8.502891 | 3.688232 | 14.521472 | 0.706460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 15.749987 | -0.301071 | 15.749987 | 0.545562 | 1.124171 | 0.327843 | 1.843937 | 2.893926 | 10.660443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 20.972754 | 20.972754 | -0.355570 | 5.071026 | 1.041331 | 13.293234 | 7.864176 | 10.906474 | 0.789754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 32.088761 | 32.088761 | 1.957204 | 2.093728 | 1.427104 | 11.026141 | 6.478842 | 22.934362 | 1.482625 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 24.630221 | 1.603706 | 19.565290 | 2.265947 | 1.618253 | 9.722257 | 9.519147 | 2.004364 | 24.630221 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 35.045165 | -0.716555 | 2.602718 | -0.761834 | 12.499305 | 0.539808 | 11.672984 | 0.343556 | 35.045165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 15.348423 | 0.826077 | 15.348423 | 0.942446 | 3.980527 | 4.542793 | 4.979501 | 6.750240 | 12.917530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 64.031485 | 16.517248 | 0.343966 | 4.923766 | 1.881989 | 6.144253 | 2.962560 | 64.031485 | 4.743304 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 42.431582 | 5.313573 | 15.113712 | 3.489898 | 0.478305 | 8.048745 | 14.877358 | 3.602902 | 42.431582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 24.950750 | 12.034685 | 0.978967 | 3.791817 | 1.349052 | 9.986187 | 3.515392 | 24.950750 | 0.750712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 23.306156 | 17.124223 | 0.314561 | 2.678138 | 0.386031 | 12.854449 | 1.887557 | 23.306156 | 0.757302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Shape | 14.834465 | 14.834465 | 0.026657 | 5.552599 | -0.390640 | 6.465305 | 0.554046 | 13.678892 | -0.071192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 39.782589 | 1.049682 | 13.981973 | 0.492803 | 5.896755 | 1.120766 | 7.497306 | 9.174092 | 39.782589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 36.824505 | 11.210502 | 0.884570 | 4.025709 | 0.374529 | 9.763124 | 0.537528 | 36.824505 | 0.887438 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 25.499686 | 1.447158 | 11.749133 | 0.407724 | 2.845235 | 0.708693 | 12.841295 | 1.148529 | 25.499686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 21.339369 | 12.808146 | 1.498949 | 3.929010 | 0.549246 | 11.428419 | 0.769007 | 21.339369 | 0.113637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 25.468217 | 9.837627 | 1.005340 | 3.081510 | 0.335566 | 10.698723 | 0.352703 | 25.468217 | -0.053874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 50.846036 | 0.831098 | 12.274861 | 0.086154 | 4.257523 | 0.728776 | 12.390816 | 0.746094 | 50.846036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 91.648951 | 0.894526 | 20.810123 | 0.889592 | 5.406811 | 0.877403 | 27.201023 | 11.178127 | 91.648951 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 35.162398 | 24.154590 | 2.366456 | 5.489676 | 2.210418 | 29.231141 | 6.295451 | 35.162398 | 11.567614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 47.134929 | 2.014557 | 26.513472 | 1.491427 | 5.773223 | 0.921511 | 20.816105 | 3.906856 | 47.134929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 44.191689 | 25.097298 | 2.132164 | 5.263632 | 0.378491 | 25.612187 | 2.270215 | 44.191689 | 6.558572 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 1 | RF_maintenance | ee Temporal Discontinuties | 132.631947 | 27.624440 | 1.688448 | 3.442018 | 0.911480 | 42.072335 | 2.472927 | 132.631947 | 9.169055 |